Siyuan Wang
41 papers · 2018–2026 · 10 conferences · across top CS/AI conferences
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Conferences
ACL (12)
EMNLP (9)
COLING (6)
AAAI (4)
NAACL (4)
INTERSPEECH (2)
ICCV (1)
ICML (1)
IJCAI (1)
WACV (1)
Top co-authors
Keywords
large language model
(9)
multimodal large language model
(4)
question generation
(3)
reinforcement learning
(3)
logical reasoning
(3)
knowledge distillation
(3)
multi-agent system
(3)
encoder-decoder model
(2)
vision-language model
(2)
speech representation
(2)
contrastive learning
(2)
knowledge graph
(2)
visual grounding
(2)
pre-trained language model
(2)
medical imaging
(2)
model compression
(2)
self-supervised learning
(2)
question answering
(2)
image captioning
(2)
text summarization
(2)
Papers
OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion
AAAI 2026
Interleaved Latent Visual Reasoning with Selective Perceptual Modeling
ACL 2026
MAGNET: Towards Adaptive GUI Agents with Memory-Driven Knowledge Evolution
ACL 2026
Rethinking Real Image Editing: Unleashing Diverse Editing Operators via Multi-Objective Optimization
WACV 2026
AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs
ACL 2026
Ready Jurist One: Benchmarking Language Agents for Legal Intelligence in Dynamic Environments
ACL 2026
Simple-VGC: Enhancing Visual Grounding in Multimodal Reasoning via Adaptive Tool Composition
ACL 2026
Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation
COLING 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks
AAAI 2025
HAF-RM: A Hybrid Alignment Framework for Reward Model Training
ACL 2025
Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference
ACL 2025
Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time
EMNLP 2025
Stepwise Informativeness Search for Improving LLM Reasoning
EMNLP 2025
How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation
EMNLP 2025
DLFR-Gen: Diffusion-based Video Generation with Dynamic Latent Frame Rate
ICCV 2025
LongRoPE2: Near-Lossless LLM Context Window Scaling
ICML 2025
Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction
NAACL 2025
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search
EMNLP 2024
Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization
COLING 2024
Enhance Sketch Recognitionβs Explainability via Semantic Component-Level Parsing
AAAI 2024
From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking
EMNLP 2024
Symbolic Working Memory Enhances Language Models for Complex Rule Application
EMNLP 2024
ALaRM: Align Language Models via Hierarchical Rewards Modeling
ACL 2024
Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs
ACL 2024
Fine-grained Medical Vision-Language Representation Learning for Radiology Report Generation
EMNLP 2023
A Self-training Framework for Automated Medical Report Generation
EMNLP 2023
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs
ACL 2023
Task-Agnostic Structured Pruning of Speech Representation Models
INTERSPEECH 2023
DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model
INTERSPEECH 2023
Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval
NAACL 2022
A Structure-Aware Argument Encoder for Literature Discourse Analysis
COLING 2022
Analytical Reasoning of Text
NAACL 2022
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering
COLING 2022
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
ACL 2022
Mask Attention Networks: Rethinking and Strengthen Transformer
NAACL 2021
TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning
IJCAI 2021
PathQG: Neural Question Generation from Facts
EMNLP 2020
An Enhanced Knowledge Injection Model for Commonsense Generation
COLING 2020
Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning
ACL 2019
A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation
AAAI 2019
A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators
COLING 2018